Dataset statistics
| Number of variables | 17 |
|---|---|
| Number of observations | 3491 |
| Missing cells | 929 |
| Missing cells (%) | 1.6% |
| Duplicate rows | 31 |
| Duplicate rows (%) | 0.9% |
| Total size in memory | 416.0 KiB |
| Average record size in memory | 122.0 B |
Variable types
| Numeric | 8 |
|---|---|
| Text | 3 |
| Unsupported | 1 |
| Categorical | 2 |
| DateTime | 1 |
| Boolean | 2 |
cooperate has constant value "True" | Constant |
| Dataset has 31 (0.9%) duplicate rows | Duplicates |
baths is highly overall correlated with beds and 5 other fields | High correlation |
beds is highly overall correlated with baths and 5 other fields | High correlation |
max_price is highly overall correlated with baths and 5 other fields | High correlation |
net_price is highly overall correlated with baths and 5 other fields | High correlation |
new_price is highly overall correlated with baths and 5 other fields | High correlation |
old_price is highly overall correlated with baths and 5 other fields | High correlation |
sqft is highly overall correlated with baths and 5 other fields | High correlation |
concession_title has 905 (25.9%) missing values | Missing |
unit_number is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
baths has 37 (1.1%) zeros | Zeros |
Reproduction
| Analysis started | 2024-09-19 13:11:04.755199 |
|---|---|
| Analysis finished | 2024-09-19 13:11:21.611609 |
| Duration | 16.86 seconds |
| Software version | ydata-profiling vv4.10.0 |
| Download configuration | config.json |
building_id
Real number (ℝ)
| Distinct | 130 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1375.0163 |
| Minimum | 1 |
|---|---|
| Maximum | 6378 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 56 |
| median | 103 |
| Q3 | 293 |
| 95-th percentile | 6374 |
| Maximum | 6378 |
| Range | 6377 |
| Interquartile range (IQR) | 237 |
Descriptive statistics
| Standard deviation | 2431.6147 |
|---|---|
| Coefficient of variation (CV) | 1.768426 |
| Kurtosis | 0.18788249 |
| Mean | 1375.0163 |
| Median Absolute Deviation (MAD) | 79 |
| Skewness | 1.4442497 |
| Sum | 4800182 |
| Variance | 5912749.9 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6274 | 230 | 6.6% |
| 6374 | 186 | 5.3% |
| 6279 | 154 | 4.4% |
| 293 | 124 | 3.6% |
| 104 | 121 | 3.5% |
| 95 | 115 | 3.3% |
| 100 | 99 | 2.8% |
| 97 | 92 | 2.6% |
| 91 | 74 | 2.1% |
| 21 | 64 | 1.8% |
| Other values (120) | 2232 |
| Value | Count | Frequency (%) |
| 1 | 58 | |
| 2 | 24 | |
| 3 | 36 | |
| 4 | 29 | |
| 6 | 34 | |
| 9 | 4 | 0.1% |
| 10 | 54 | |
| 11 | 1 | < 0.1% |
| 13 | 16 | 0.5% |
| 15 | 31 |
| Value | Count | Frequency (%) |
| 6378 | 26 | 0.7% |
| 6377 | 10 | 0.3% |
| 6374 | 186 | |
| 6360 | 3 | 0.1% |
| 6290 | 7 | 0.2% |
| 6289 | 1 | < 0.1% |
| 6280 | 1 | < 0.1% |
| 6279 | 154 | |
| 6274 | 230 | |
| 6270 | 18 | 0.5% |
name
Text
| Distinct | 129 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 27.4 KiB |
Length
| Max length | 33 |
|---|---|
| Median length | 27 |
| Mean length | 15.581495 |
| Min length | 3 |
Characters and Unicode
| Total characters | 54395 |
|---|---|
| Distinct characters | 62 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 8 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | 1000 South Clark |
|---|---|
| 2nd row | 1000 South Clark |
| 3rd row | 1000 South Clark |
| 4th row | 1000 South Clark |
| 5th row | 1000 South Clark |
| Value | Count | Frequency (%) |
| the | 411 | 4.5% |
| apartments | 409 | 4.5% |
| park | 353 | 3.9% |
| alta | 312 | 3.5% |
| grand | 256 | 2.8% |
| north | 244 | 2.7% |
| central | 230 | 2.5% |
| at | 224 | 2.5% |
| residences | 200 | 2.2% |
| aspire | 186 | 2.1% |
| Other values (188) | 6214 |
Most occurring characters
| Value | Count | Frequency (%) |
| 5548 | 10.2% | |
| e | 5025 | 9.2% |
| r | 4382 | 8.1% |
| a | 4035 | 7.4% |
| t | 3585 | 6.6% |
| n | 2911 | 5.4% |
| o | 2546 | 4.7% |
| s | 2221 | 4.1% |
| i | 2149 | 4.0% |
| l | 1994 | 3.7% |
| Other values (52) | 19999 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 37704 | |
| Uppercase Letter | 9102 | 16.7% |
| Space Separator | 5548 | 10.2% |
| Decimal Number | 2009 | 3.7% |
| Math Symbol | 18 | < 0.1% |
| Other Punctuation | 14 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 5025 | |
| r | 4382 | |
| a | 4035 | |
| t | 3585 | |
| n | 2911 | 7.7% |
| o | 2546 | 6.8% |
| s | 2221 | 5.9% |
| i | 2149 | 5.7% |
| l | 1994 | 5.3% |
| h | 1470 | 3.9% |
| Other values (15) | 7386 |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 1311 | |
| P | 889 | |
| S | 884 | |
| T | 859 | |
| C | 773 | 8.5% |
| M | 605 | 6.6% |
| L | 550 | 6.0% |
| N | 460 | 5.1% |
| R | 402 | 4.4% |
| O | 386 | 4.2% |
| Other values (14) | 1983 |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 521 | |
| 1 | 382 | |
| 5 | 342 | |
| 3 | 329 | |
| 2 | 180 | 9.0% |
| 7 | 69 | 3.4% |
| 9 | 65 | 3.2% |
| 4 | 50 | 2.5% |
| 6 | 49 | 2.4% |
| 8 | 22 | 1.1% |
Space Separator
| Value | Count | Frequency (%) |
| 5548 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 18 |
Other Punctuation
| Value | Count | Frequency (%) |
| & | 14 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 46806 | |
| Common | 7589 | 14.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 5025 | 10.7% |
| r | 4382 | 9.4% |
| a | 4035 | 8.6% |
| t | 3585 | 7.7% |
| n | 2911 | 6.2% |
| o | 2546 | 5.4% |
| s | 2221 | 4.7% |
| i | 2149 | 4.6% |
| l | 1994 | 4.3% |
| h | 1470 | 3.1% |
| Other values (39) | 16488 |
Common
| Value | Count | Frequency (%) |
| 5548 | ||
| 0 | 521 | 6.9% |
| 1 | 382 | 5.0% |
| 5 | 342 | 4.5% |
| 3 | 329 | 4.3% |
| 2 | 180 | 2.4% |
| 7 | 69 | 0.9% |
| 9 | 65 | 0.9% |
| 4 | 50 | 0.7% |
| 6 | 49 | 0.6% |
| Other values (3) | 54 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 54395 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 5548 | 10.2% | |
| e | 5025 | 9.2% |
| r | 4382 | 8.1% |
| a | 4035 | 7.4% |
| t | 3585 | 6.6% |
| n | 2911 | 5.4% |
| o | 2546 | 4.7% |
| s | 2221 | 4.1% |
| i | 2149 | 4.0% |
| l | 1994 | 3.7% |
| Other values (52) | 19999 |
unit_number
Unsupported
REJECTED  UNSUPPORTED 
| Missing | 0 |
|---|---|
| Missing (%) | 0.0% |
| Memory size | 27.4 KiB |
beds
Categorical
HIGH CORRELATION 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 27.4 KiB |
| 1 | |
|---|---|
| 0 | |
| 2 | |
| 3 | 118 |
| 4 | 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3491 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1744 | |
| 0 | 909 | |
| 2 | 718 | |
| 3 | 118 | 3.4% |
| 4 | 2 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 1744 | |
| 0 | 909 | |
| 2 | 718 | |
| 3 | 118 | 3.4% |
| 4 | 2 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1744 | |
| 0 | 909 | |
| 2 | 718 | |
| 3 | 118 | 3.4% |
| 4 | 2 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3491 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1744 | |
| 0 | 909 | |
| 2 | 718 | |
| 3 | 118 | 3.4% |
| 4 | 2 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3491 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 1744 | |
| 0 | 909 | |
| 2 | 718 | |
| 3 | 118 | 3.4% |
| 4 | 2 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3491 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 1744 | |
| 0 | 909 | |
| 2 | 718 | |
| 3 | 118 | 3.4% |
| 4 | 2 | 0.1% |
baths
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.2348897 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 37 |
| Zeros (%) | 1.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.48008787 |
|---|---|
| Coefficient of variation (CV) | 0.38876984 |
| Kurtosis | 1.6333152 |
| Mean | 1.2348897 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.3548895 |
| Sum | 4311 |
| Variance | 0.23048436 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 2636 | |
| 2 | 703 | 20.1% |
| 3 | 47 | 1.3% |
| 1.5 | 42 | 1.2% |
| 0 | 37 | 1.1% |
| 2.5 | 26 | 0.7% |
| Value | Count | Frequency (%) |
| 0 | 37 | 1.1% |
| 1 | 2636 | |
| 1.5 | 42 | 1.2% |
| 2 | 703 | 20.1% |
| 2.5 | 26 | 0.7% |
| 3 | 47 | 1.3% |
| Value | Count | Frequency (%) |
| 3 | 47 | 1.3% |
| 2.5 | 26 | 0.7% |
| 2 | 703 | 20.1% |
| 1.5 | 42 | 1.2% |
| 1 | 2636 | |
| 0 | 37 | 1.1% |
sqft
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 679 |
|---|---|
| Distinct (%) | 19.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 800.94758 |
| Minimum | 229 |
|---|---|
| Maximum | 3249 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.4 KiB |
Quantile statistics
| Minimum | 229 |
|---|---|
| 5-th percentile | 485 |
| Q1 | 608 |
| median | 731 |
| Q3 | 896 |
| 95-th percentile | 1314.5 |
| Maximum | 3249 |
| Range | 3020 |
| Interquartile range (IQR) | 288 |
Descriptive statistics
| Standard deviation | 290.34789 |
|---|---|
| Coefficient of variation (CV) | 0.36250549 |
| Kurtosis | 6.0348062 |
| Mean | 800.94758 |
| Median Absolute Deviation (MAD) | 138 |
| Skewness | 1.8443109 |
| Sum | 2796108 |
| Variance | 84301.898 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 720 | 67 | 1.9% |
| 750 | 44 | 1.3% |
| 656 | 39 | 1.1% |
| 716 | 33 | 0.9% |
| 740 | 29 | 0.8% |
| 565 | 28 | 0.8% |
| 785 | 26 | 0.7% |
| 570 | 26 | 0.7% |
| 759 | 25 | 0.7% |
| 715 | 24 | 0.7% |
| Other values (669) | 3150 |
| Value | Count | Frequency (%) |
| 229 | 1 | < 0.1% |
| 247 | 2 | |
| 287 | 2 | |
| 288 | 4 | |
| 310 | 1 | < 0.1% |
| 316 | 1 | < 0.1% |
| 320 | 2 | |
| 324 | 1 | < 0.1% |
| 336 | 3 | |
| 350 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 3249 | 1 | |
| 3050 | 1 | |
| 2700 | 1 | |
| 2466 | 1 | |
| 2298 | 1 | |
| 2280 | 1 | |
| 2267 | 2 | |
| 2256 | 1 | |
| 2239 | 1 | |
| 2179 | 1 |
neighborhood_name
Categorical
| Distinct | 28 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 24 |
| Missing (%) | 0.7% |
| Memory size | 27.4 KiB |
| South Loop | |
|---|---|
| River North | |
| West Loop | |
| Streeterville | |
| The Loop | |
| Other values (23) |
Length
| Max length | 21 |
|---|---|
| Median length | 15 |
| Mean length | 10.438419 |
| Min length | 6 |
Characters and Unicode
| Total characters | 36190 |
|---|---|
| Distinct characters | 41 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | South Loop |
|---|---|
| 2nd row | South Loop |
| 3rd row | South Loop |
| 4th row | South Loop |
| 5th row | South Loop |
Common Values
| Value | Count | Frequency (%) |
| South Loop | 1194 | |
| River North | 490 | |
| West Loop | 306 | 8.8% |
| Streeterville | 259 | 7.4% |
| The Loop | 204 | 5.8% |
| Old Town | 186 | 5.3% |
| Gold Coast | 185 | 5.3% |
| New East Side | 121 | 3.5% |
| Old town | 83 | 2.4% |
| Lincoln Park | 72 | 2.1% |
| Other values (18) | 367 | 10.5% |
Length
| Value | Count | Frequency (%) |
| loop | 1704 | |
| south | 1195 | |
| river | 591 | 8.7% |
| north | 516 | 7.6% |
| west | 343 | 5.0% |
| old | 269 | 3.9% |
| town | 269 | 3.9% |
| streeterville | 259 | 3.8% |
| the | 204 | 3.0% |
| coast | 185 | 2.7% |
| Other values (26) | 1277 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 6090 | |
| 3345 | 9.2% | |
| t | 3236 | 8.9% |
| e | 2791 | 7.7% |
| r | 1934 | 5.3% |
| h | 1916 | 5.3% |
| L | 1822 | 5.0% |
| p | 1715 | 4.7% |
| S | 1607 | 4.4% |
| u | 1332 | 3.7% |
| Other values (31) | 10402 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 26116 | |
| Uppercase Letter | 6729 | 18.6% |
| Space Separator | 3345 | 9.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 6090 | |
| t | 3236 | |
| e | 2791 | |
| r | 1934 | 7.4% |
| h | 1916 | 7.3% |
| p | 1715 | 6.6% |
| u | 1332 | 5.1% |
| i | 1295 | 5.0% |
| l | 1273 | 4.9% |
| v | 918 | 3.5% |
| Other values (11) | 3616 |
Uppercase Letter
| Value | Count | Frequency (%) |
| L | 1822 | |
| S | 1607 | |
| N | 664 | 9.9% |
| R | 610 | 9.1% |
| T | 390 | 5.8% |
| W | 347 | 5.2% |
| O | 269 | 4.0% |
| G | 215 | 3.2% |
| C | 186 | 2.8% |
| E | 127 | 1.9% |
| Other values (9) | 492 | 7.3% |
Space Separator
| Value | Count | Frequency (%) |
| 3345 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 32845 | |
| Common | 3345 | 9.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 6090 | |
| t | 3236 | 9.9% |
| e | 2791 | 8.5% |
| r | 1934 | 5.9% |
| h | 1916 | 5.8% |
| L | 1822 | 5.5% |
| p | 1715 | 5.2% |
| S | 1607 | 4.9% |
| u | 1332 | 4.1% |
| i | 1295 | 3.9% |
| Other values (30) | 9107 |
Common
| Value | Count | Frequency (%) |
| 3345 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 36190 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 6090 | |
| 3345 | 9.2% | |
| t | 3236 | 8.9% |
| e | 2791 | 7.7% |
| r | 1934 | 5.3% |
| h | 1916 | 5.3% |
| L | 1822 | 5.0% |
| p | 1715 | 4.7% |
| S | 1607 | 4.4% |
| u | 1332 | 3.7% |
| Other values (31) | 10402 |
concession_title
Text
MISSING 
| Distinct | 67 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 905 |
| Missing (%) | 25.9% |
| Memory size | 27.4 KiB |
Length
| Max length | 203 |
|---|---|
| Median length | 157 |
| Mean length | 65.682135 |
| Min length | 1 |
Characters and Unicode
| Total characters | 169854 |
|---|---|
| Distinct characters | 70 |
| Distinct categories | 11 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 4 ? |
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | 1 Month Off Available on all unit types for a limited time! |
|---|---|
| 2nd row | 1 Month Off Available on all unit types for a limited time! |
| 3rd row | 1 Month Off Available on all unit types for a limited time! |
| 4th row | 1 Month Off Available on all unit types for a limited time! |
| 5th row | 1 Month Off Available on all unit types for a limited time! |
| Value | Count | Frequency (%) |
| free | 1735 | 5.4% |
| on | 1660 | 5.2% |
| month | 1216 | 3.8% |
| months | 1199 | 3.8% |
| 1043 | 3.3% | |
| and | 1011 | 3.2% |
| off | 886 | 2.8% |
| 1 | 707 | 2.2% |
| of | 649 | 2.0% |
| rent | 624 | 2.0% |
| Other values (208) | 21116 |
Most occurring characters
| Value | Count | Frequency (%) |
| 29436 | ||
| e | 15306 | 9.0% |
| o | 12650 | 7.4% |
| n | 11190 | 6.6% |
| t | 10380 | 6.1% |
| i | 8035 | 4.7% |
| r | 7916 | 4.7% |
| s | 7507 | 4.4% |
| f | 6171 | 3.6% |
| a | 5406 | 3.2% |
| Other values (60) | 55857 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 117804 | |
| Space Separator | 29436 | 17.3% |
| Decimal Number | 8280 | 4.9% |
| Uppercase Letter | 7964 | 4.7% |
| Other Punctuation | 4396 | 2.6% |
| Currency Symbol | 931 | 0.5% |
| Dash Punctuation | 837 | 0.5% |
| Math Symbol | 56 | < 0.1% |
| Other Symbol | 54 | < 0.1% |
| Close Punctuation | 48 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 15306 | |
| o | 12650 | |
| n | 11190 | 9.5% |
| t | 10380 | 8.8% |
| i | 8035 | 6.8% |
| r | 7916 | 6.7% |
| s | 7507 | 6.4% |
| f | 6171 | 5.2% |
| a | 5406 | 4.6% |
| l | 5212 | 4.4% |
| Other values (14) | 28031 |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 1079 | |
| F | 976 | |
| O | 959 | |
| M | 839 | |
| L | 516 | 6.5% |
| S | 460 | 5.8% |
| C | 395 | 5.0% |
| J | 364 | 4.6% |
| B | 360 | 4.5% |
| E | 275 | 3.5% |
| Other values (11) | 1741 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 2064 | |
| 2 | 1405 | |
| 0 | 1313 | |
| 5 | 1229 | |
| 4 | 827 | |
| 8 | 538 | 6.5% |
| 6 | 419 | 5.1% |
| 3 | 264 | 3.2% |
| 7 | 121 | 1.5% |
| 9 | 100 | 1.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 2018 | |
| , | 941 | |
| ! | 461 | 10.5% |
| & | 425 | 9.7% |
| ; | 327 | 7.4% |
| / | 134 | 3.0% |
| : | 90 | 2.0% |
Currency Symbol
| Value | Count | Frequency (%) |
| $ | 877 | |
| € | 54 | 5.8% |
Space Separator
| Value | Count | Frequency (%) |
| 29436 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 837 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 56 |
Other Symbol
| Value | Count | Frequency (%) |
| â„¢ | 54 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 48 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 48 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 125768 | |
| Common | 44086 | 26.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 15306 | |
| o | 12650 | 10.1% |
| n | 11190 | 8.9% |
| t | 10380 | 8.3% |
| i | 8035 | 6.4% |
| r | 7916 | 6.3% |
| s | 7507 | 6.0% |
| f | 6171 | 4.9% |
| a | 5406 | 4.3% |
| l | 5212 | 4.1% |
| Other values (35) | 35995 |
Common
| Value | Count | Frequency (%) |
| 29436 | ||
| 1 | 2064 | 4.7% |
| . | 2018 | 4.6% |
| 2 | 1405 | 3.2% |
| 0 | 1313 | 3.0% |
| 5 | 1229 | 2.8% |
| , | 941 | 2.1% |
| $ | 877 | 2.0% |
| - | 837 | 1.9% |
| 4 | 827 | 1.9% |
| Other values (15) | 3139 | 7.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 169692 | |
| Letterlike Symbols | 54 | < 0.1% |
| None | 54 | < 0.1% |
| Currency Symbols | 54 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 29436 | ||
| e | 15306 | 9.0% |
| o | 12650 | 7.5% |
| n | 11190 | 6.6% |
| t | 10380 | 6.1% |
| i | 8035 | 4.7% |
| r | 7916 | 4.7% |
| s | 7507 | 4.4% |
| f | 6171 | 3.6% |
| a | 5406 | 3.2% |
| Other values (57) | 55695 |
Letterlike Symbols
| Value | Count | Frequency (%) |
| â„¢ | 54 |
None
| Value | Count | Frequency (%) |
| â | 54 |
Currency Symbols
| Value | Count | Frequency (%) |
| € | 54 |
updated_on
Date
| Distinct | 1699 |
|---|---|
| Distinct (%) | 48.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 27.4 KiB |
| Minimum | 2019-11-26 16:40:22.280000 |
|---|---|
| Maximum | 2020-08-12 19:21:59.631000 |
old_price
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 1700 |
|---|---|
| Distinct (%) | 48.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2416.5781 |
| Minimum | 190 |
|---|---|
| Maximum | 18500 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.4 KiB |
Quantile statistics
| Minimum | 190 |
|---|---|
| 5-th percentile | 1355.5 |
| Q1 | 1800.5 |
| median | 2175 |
| Q3 | 2682.5 |
| 95-th percentile | 4262 |
| Maximum | 18500 |
| Range | 18310 |
| Interquartile range (IQR) | 882 |
Descriptive statistics
| Standard deviation | 1047.1939 |
|---|---|
| Coefficient of variation (CV) | 0.43333749 |
| Kurtosis | 28.719138 |
| Mean | 2416.5781 |
| Median Absolute Deviation (MAD) | 427 |
| Skewness | 3.5978363 |
| Sum | 8436274 |
| Variance | 1096615 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1740 | 13 | 0.4% |
| 2087 | 12 | 0.3% |
| 1655 | 11 | 0.3% |
| 1695 | 10 | 0.3% |
| 1675 | 10 | 0.3% |
| 1250 | 9 | 0.3% |
| 1660 | 9 | 0.3% |
| 1710 | 9 | 0.3% |
| 1659 | 8 | 0.2% |
| 1885 | 8 | 0.2% |
| Other values (1690) | 3392 |
| Value | Count | Frequency (%) |
| 190 | 1 | < 0.1% |
| 899 | 3 | |
| 951 | 1 | < 0.1% |
| 986 | 1 | < 0.1% |
| 995 | 3 | |
| 999 | 2 | |
| 1004 | 2 | |
| 1009 | 1 | < 0.1% |
| 1019 | 2 | |
| 1050 | 2 |
| Value | Count | Frequency (%) |
| 18500 | 1 | |
| 13378 | 1 | |
| 13000 | 1 | |
| 11000 | 1 | |
| 9855 | 1 | |
| 8501 | 1 | |
| 8491 | 1 | |
| 8450 | 1 | |
| 8058 | 1 | |
| 8033 | 1 |
new_price
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 1697 |
|---|---|
| Distinct (%) | 48.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2386.7754 |
| Minimum | 919 |
|---|---|
| Maximum | 13750 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.4 KiB |
Quantile statistics
| Minimum | 919 |
|---|---|
| 5-th percentile | 1349 |
| Q1 | 1765 |
| median | 2150 |
| Q3 | 2655.5 |
| 95-th percentile | 4256.5 |
| Maximum | 13750 |
| Range | 12831 |
| Interquartile range (IQR) | 890.5 |
Descriptive statistics
| Standard deviation | 1013.806 |
|---|---|
| Coefficient of variation (CV) | 0.42475971 |
| Kurtosis | 16.575732 |
| Mean | 2386.7754 |
| Median Absolute Deviation (MAD) | 425 |
| Skewness | 2.9609702 |
| Sum | 8332233 |
| Variance | 1027802.7 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2195 | 11 | 0.3% |
| 1935 | 11 | 0.3% |
| 1980 | 10 | 0.3% |
| 1660 | 10 | 0.3% |
| 1915 | 9 | 0.3% |
| 1735 | 9 | 0.3% |
| 2175 | 9 | 0.3% |
| 2295 | 9 | 0.3% |
| 1340 | 9 | 0.3% |
| 1765 | 9 | 0.3% |
| Other values (1687) | 3395 |
| Value | Count | Frequency (%) |
| 919 | 3 | |
| 949 | 1 | < 0.1% |
| 984 | 1 | < 0.1% |
| 995 | 1 | < 0.1% |
| 1008 | 1 | < 0.1% |
| 1018 | 2 | |
| 1041 | 1 | < 0.1% |
| 1046 | 1 | < 0.1% |
| 1065 | 3 | |
| 1084 | 2 |
| Value | Count | Frequency (%) |
| 13750 | 1 | |
| 13468 | 1 | |
| 11500 | 1 | |
| 9500 | 1 | |
| 8558 | 1 | |
| 8548 | 1 | |
| 8480 | 1 | |
| 8316 | 1 | |
| 7999 | 1 | |
| 7914 | 1 |
max_price
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 324 |
|---|---|
| Distinct (%) | 9.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2898.4847 |
| Minimum | 951 |
|---|---|
| Maximum | 18500 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.4 KiB |
Quantile statistics
| Minimum | 951 |
|---|---|
| 5-th percentile | 1530 |
| Q1 | 2135 |
| median | 2608 |
| Q3 | 3100 |
| 95-th percentile | 4977.5 |
| Maximum | 18500 |
| Range | 17549 |
| Interquartile range (IQR) | 965 |
Descriptive statistics
| Standard deviation | 1546.1649 |
|---|---|
| Coefficient of variation (CV) | 0.53343905 |
| Kurtosis | 35.725634 |
| Mean | 2898.4847 |
| Median Absolute Deviation (MAD) | 483 |
| Skewness | 4.8154813 |
| Sum | 10118610 |
| Variance | 2390625.9 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2362 | 185 | 5.3% |
| 2888 | 142 | 4.1% |
| 1865 | 80 | 2.3% |
| 2325 | 72 | 2.1% |
| 2940 | 69 | 2.0% |
| 2861 | 63 | 1.8% |
| 2459 | 59 | 1.7% |
| 1966 | 59 | 1.7% |
| 4203 | 45 | 1.3% |
| 1530 | 45 | 1.3% |
| Other values (314) | 2672 |
| Value | Count | Frequency (%) |
| 951 | 4 | 0.1% |
| 1019 | 4 | 0.1% |
| 1050 | 1 | < 0.1% |
| 1117 | 10 | |
| 1175 | 1 | < 0.1% |
| 1201 | 1 | < 0.1% |
| 1300 | 2 | 0.1% |
| 1310 | 2 | 0.1% |
| 1326 | 5 | |
| 1340 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 18500 | 10 | 0.3% |
| 13468 | 1 | < 0.1% |
| 11000 | 28 | |
| 9855 | 3 | 0.1% |
| 8558 | 10 | 0.3% |
| 8480 | 1 | < 0.1% |
| 8316 | 1 | < 0.1% |
| 8058 | 16 | |
| 7791 | 1 | < 0.1% |
| 7640 | 3 | 0.1% |
net_price
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 1712 |
|---|---|
| Distinct (%) | 49.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2287.6671 |
| Minimum | 919 |
|---|---|
| Maximum | 13468 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.4 KiB |
Quantile statistics
| Minimum | 919 |
|---|---|
| 5-th percentile | 1310 |
| Q1 | 1700.5 |
| median | 2053 |
| Q3 | 2544 |
| 95-th percentile | 4053.5 |
| Maximum | 13468 |
| Range | 12549 |
| Interquartile range (IQR) | 843.5 |
Descriptive statistics
| Standard deviation | 966.56567 |
|---|---|
| Coefficient of variation (CV) | 0.4225115 |
| Kurtosis | 16.840471 |
| Mean | 2287.6671 |
| Median Absolute Deviation (MAD) | 393 |
| Skewness | 2.9680482 |
| Sum | 7986246 |
| Variance | 934249.19 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1615 | 10 | 0.3% |
| 1992 | 9 | 0.3% |
| 1685 | 9 | 0.3% |
| 1849 | 9 | 0.3% |
| 2175 | 8 | 0.2% |
| 1735 | 8 | 0.2% |
| 1660 | 8 | 0.2% |
| 1742 | 8 | 0.2% |
| 1755 | 8 | 0.2% |
| 1935 | 8 | 0.2% |
| Other values (1702) | 3406 |
| Value | Count | Frequency (%) |
| 919 | 3 | |
| 929 | 1 | < 0.1% |
| 949 | 1 | < 0.1% |
| 984 | 1 | < 0.1% |
| 1008 | 1 | < 0.1% |
| 1018 | 2 | |
| 1041 | 1 | < 0.1% |
| 1046 | 1 | < 0.1% |
| 1065 | 3 | |
| 1080 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 13468 | 1 | |
| 12833 | 1 | |
| 10733 | 1 | |
| 8867 | 1 | |
| 8480 | 1 | |
| 8316 | 1 | |
| 7999 | 1 | |
| 7987 | 1 | |
| 7978 | 1 | |
| 7914 | 1 |
price_per_sqft
Real number (ℝ)
| Distinct | 1586 |
|---|---|
| Distinct (%) | 45.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.8781558 |
| Minimum | 1.429 |
|---|---|
| Maximum | 5.861 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.4 KiB |
Quantile statistics
| Minimum | 1.429 |
|---|---|
| 5-th percentile | 2.102 |
| Q1 | 2.4835 |
| median | 2.836 |
| Q3 | 3.199 |
| 95-th percentile | 3.8215 |
| Maximum | 5.861 |
| Range | 4.432 |
| Interquartile range (IQR) | 0.7155 |
Descriptive statistics
| Standard deviation | 0.54722763 |
|---|---|
| Coefficient of variation (CV) | 0.19013134 |
| Kurtosis | 1.4007697 |
| Mean | 2.8781558 |
| Median Absolute Deviation (MAD) | 0.357 |
| Skewness | 0.75694571 |
| Sum | 10047.642 |
| Variance | 0.29945808 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.934 | 9 | 0.3% |
| 2.694 | 9 | 0.3% |
| 3.27 | 9 | 0.3% |
| 2.613 | 9 | 0.3% |
| 2.728 | 8 | 0.2% |
| 2.057 | 8 | 0.2% |
| 2.393 | 8 | 0.2% |
| 2.293 | 8 | 0.2% |
| 2.403 | 8 | 0.2% |
| 2.987 | 8 | 0.2% |
| Other values (1576) | 3407 |
| Value | Count | Frequency (%) |
| 1.429 | 1 | |
| 1.501 | 1 | |
| 1.509 | 1 | |
| 1.518 | 1 | |
| 1.522 | 2 | |
| 1.533 | 1 | |
| 1.538 | 1 | |
| 1.562 | 1 | |
| 1.576 | 2 | |
| 1.588 | 1 |
| Value | Count | Frequency (%) |
| 5.861 | 1 | |
| 5.629 | 1 | |
| 5.217 | 1 | |
| 5.198 | 1 | |
| 5.194 | 1 | |
| 5.189 | 2 | |
| 5.185 | 1 | |
| 5.147 | 1 | |
| 5.062 | 1 | |
| 5.01 | 2 |
| Distinct | 2107 |
|---|---|
| Distinct (%) | 60.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 27.4 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 6.7250072 |
| Min length | 5 |
Characters and Unicode
| Total characters | 23477 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 3 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1300 ? |
|---|---|
| Unique (%) | 37.2% |
Sample
| 1st row | -26.01% |
|---|---|
| 2nd row | -21.08% |
| 3rd row | -29.61% |
| 4th row | -30.23% |
| 5th row | -33.10% |
| Value | Count | Frequency (%) |
| 0.00 | 86 | 2.5% |
| 6.67 | 20 | 0.6% |
| 10.00 | 14 | 0.4% |
| 6.65 | 9 | 0.3% |
| 3.47 | 7 | 0.2% |
| 6.68 | 7 | 0.2% |
| 11.90 | 7 | 0.2% |
| 16.09 | 7 | 0.2% |
| 16.67 | 7 | 0.2% |
| 7.78 | 6 | 0.2% |
| Other values (2097) | 3321 |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 3491 | |
| % | 3491 | |
| - | 3405 | |
| 1 | 2122 | |
| 2 | 1965 | |
| 0 | 1428 | |
| 3 | 1423 | |
| 4 | 1090 | 4.6% |
| 7 | 1061 | 4.5% |
| 5 | 1053 | 4.5% |
| Other values (3) | 2948 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13090 | |
| Other Punctuation | 6982 | |
| Dash Punctuation | 3405 | 14.5% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 2122 | |
| 2 | 1965 | |
| 0 | 1428 | |
| 3 | 1423 | |
| 4 | 1090 | |
| 7 | 1061 | |
| 5 | 1053 | |
| 6 | 1041 | |
| 9 | 964 | |
| 8 | 943 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 3491 | |
| % | 3491 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 3405 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 23477 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 3491 | |
| % | 3491 | |
| - | 3405 | |
| 1 | 2122 | |
| 2 | 1965 | |
| 0 | 1428 | |
| 3 | 1423 | |
| 4 | 1090 | 4.6% |
| 7 | 1061 | 4.5% |
| 5 | 1053 | 4.5% |
| Other values (3) | 2948 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 23477 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 3491 | |
| % | 3491 | |
| - | 3405 | |
| 1 | 2122 | |
| 2 | 1965 | |
| 0 | 1428 | |
| 3 | 1423 | |
| 4 | 1090 | 4.6% |
| 7 | 1061 | 4.5% |
| 5 | 1053 | 4.5% |
| Other values (3) | 2948 |
cooperate
Boolean
CONSTANT 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.5 KiB |
| True |
|---|
| Value | Count | Frequency (%) |
| True | 3491 |
concession_applied
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.5 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 1851 | |
| True | 1640 |
| baths | beds | building_id | concession_applied | max_price | neighborhood_name | net_price | new_price | old_price | price_per_sqft | sqft | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| baths | 1.000 | 0.566 | -0.037 | 0.053 | 0.597 | 0.189 | 0.567 | 0.565 | 0.564 | -0.110 | 0.656 |
| beds | 0.566 | 1.000 | 0.115 | 0.119 | 0.585 | 0.374 | 0.534 | 0.555 | 0.566 | 0.296 | 0.641 |
| building_id | -0.037 | 0.115 | 1.000 | 0.055 | -0.008 | 0.455 | -0.060 | -0.050 | -0.018 | 0.106 | -0.137 |
| concession_applied | 0.053 | 0.119 | 0.055 | 1.000 | 0.198 | 0.422 | 0.051 | 0.118 | 0.098 | 0.170 | 0.054 |
| max_price | 0.597 | 0.585 | -0.008 | 0.198 | 1.000 | 0.212 | 0.876 | 0.889 | 0.887 | 0.289 | 0.713 |
| neighborhood_name | 0.189 | 0.374 | 0.455 | 0.422 | 0.212 | 1.000 | 0.133 | 0.132 | 0.137 | 0.238 | 0.286 |
| net_price | 0.567 | 0.534 | -0.060 | 0.051 | 0.876 | 0.133 | 1.000 | 0.983 | 0.974 | 0.338 | 0.797 |
| new_price | 0.565 | 0.555 | -0.050 | 0.118 | 0.889 | 0.132 | 0.983 | 1.000 | 0.989 | 0.318 | 0.795 |
| old_price | 0.564 | 0.566 | -0.018 | 0.098 | 0.887 | 0.137 | 0.974 | 0.989 | 1.000 | 0.309 | 0.792 |
| price_per_sqft | -0.110 | 0.296 | 0.106 | 0.170 | 0.289 | 0.238 | 0.338 | 0.318 | 0.309 | 1.000 | -0.223 |
| sqft | 0.656 | 0.641 | -0.137 | 0.054 | 0.713 | 0.286 | 0.797 | 0.795 | 0.792 | -0.223 | 1.000 |
| building_id | name | unit_number | beds | baths | sqft | neighborhood_name | concession_title | updated_on | old_price | new_price | max_price | net_price | price_per_sqft | percentage_change | cooperate | concession_applied | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 1000 South Clark | 2507 | 1 | 1.0 | 730 | South Loop | 1 Month Off Available on all unit types for a limited time! | 2020-07-23 16:47:51.661 | 2268 | 2313 | 2918 | 2159 | 2.957 | -26.01% | True | True |
| 1 | 1 | 1000 South Clark | 1615 | 1 | 1.0 | 765 | South Loop | 1 Month Off Available on all unit types for a limited time! | 2020-08-01 19:46:25.883 | 2419 | 2467 | 2918 | 2303 | 3.010 | -21.08% | True | True |
| 2 | 1 | 1000 South Clark | 1806 | 1 | 1.0 | 645 | South Loop | 1 Month Off Available on all unit types for a limited time! | 2020-08-05 11:30:16.886 | 2158 | 2201 | 2918 | 2054 | 3.185 | -29.61% | True | True |
| 3 | 1 | 1000 South Clark | 2717 | 1 | 1.0 | 710 | South Loop | 1 Month Off Available on all unit types for a limited time! | 2020-08-01 11:33:52.353 | 2178 | 2181 | 2918 | 2036 | 2.867 | -30.23% | True | True |
| 4 | 1 | 1000 South Clark | 1817 | 1 | 1.0 | 710 | South Loop | 1 Month Off Available on all unit types for a limited time! | 2020-08-01 11:33:52.353 | 2088 | 2091 | 2918 | 1952 | 2.749 | -33.10% | True | True |
| 5 | 1 | 1000 South Clark | 1417 | 1 | 1.0 | 710 | South Loop | 1 Month Off Available on all unit types for a limited time! | 2020-08-01 11:33:52.353 | 2048 | 2051 | 2918 | 1914 | 2.696 | -34.41% | True | True |
| 6 | 1 | 1000 South Clark | 1002 | 1 | 1.0 | 660 | South Loop | 1 Month Off Available on all unit types for a limited time! | 2020-08-11 05:49:52.670 | 2003 | 2006 | 2918 | 1872 | 2.837 | -35.85% | True | True |
| 7 | 1 | 1000 South Clark | 2609 | 1 | 1.0 | 722 | South Loop | 1 Month Off Available on all unit types for a limited time! | 2020-08-01 11:33:52.353 | 2338 | 2342 | 2918 | 2186 | 3.028 | -25.09% | True | True |
| 8 | 1 | 1000 South Clark | 715 | 1 | 1.0 | 765 | South Loop | 1 Month Off Available on all unit types for a limited time! | 2020-08-12 11:38:20.535 | 2328 | 2283 | 2918 | 2131 | 2.785 | -26.97% | True | True |
| 9 | 1 | 1000 South Clark | 609 | 1 | 1.0 | 722 | South Loop | 1 Month Off Available on all unit types for a limited time! | 2020-08-01 11:33:52.353 | 2328 | 2332 | 2918 | 2177 | 3.015 | -25.39% | True | True |
| building_id | name | unit_number | beds | baths | sqft | neighborhood_name | concession_title | updated_on | old_price | new_price | max_price | net_price | price_per_sqft | percentage_change | cooperate | concession_applied | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3481 | 6378 | The Bernardin | 2401 | 2 | 2.0 | 1399 | River North | Currently offering 1.5 months free if move in is by August 25th. 1 month free for on everything else. | 2020-08-12 10:17:12.765 | 3830 | 3814 | 3830 | 3433 | 2.454 | -10.37% | True | True |
| 3482 | 6378 | The Bernardin | 2309 | 2 | 2.0 | 1255 | River North | Currently offering 1.5 months free if move in is by August 25th. 1 month free for on everything else. | 2020-08-12 10:17:21.474 | 3563 | 3548 | 3830 | 3193 | 2.544 | -16.63% | True | True |
| 3483 | 6378 | The Bernardin | 701 | 2 | 2.0 | 1405 | River North | Currently offering 1.5 months free if move in is by August 25th. 1 month free for on everything else. | 2020-08-12 10:17:18.734 | 3278 | 3265 | 3830 | 2939 | 2.091 | -23.26% | True | True |
| 3484 | 6378 | The Bernardin | 2109 | 2 | 2.0 | 1261 | River North | Currently offering 1.5 months free if move in is by August 25th. 1 month free for on everything else. | 2020-08-12 10:17:12.765 | 2983 | 2971 | 3830 | 2674 | 2.120 | -30.18% | True | True |
| 3485 | 6378 | The Bernardin | 2301 | 2 | 2.0 | 1399 | River North | Currently offering 1.5 months free if move in is by August 25th. 1 month free for on everything else. | 2020-08-12 10:17:19.753 | 3522 | 3508 | 3830 | 3157 | 2.257 | -17.57% | True | True |
| 3486 | 6378 | The Bernardin | 801 | 2 | 2.0 | 1405 | River North | Currently offering 1.5 months free if move in is by August 25th. 1 month free for on everything else. | 2020-08-12 10:17:13.839 | 3289 | 3275 | 3830 | 2948 | 2.098 | -23.03% | True | True |
| 3487 | 6378 | The Bernardin | 2201 | 2 | 2.0 | 1399 | River North | Currently offering 1.5 months free if move in is by August 25th. 1 month free for on everything else. | 2020-08-12 10:17:09.411 | 3622 | 3606 | 3830 | 3245 | 2.320 | -15.27% | True | True |
| 3488 | 6378 | The Bernardin | 2204 | 2 | 2.0 | 1244 | River North | Currently offering 1.5 months free if move in is by August 25th. 1 month free for on everything else. | 2020-08-12 10:17:13.488 | 3375 | 3361 | 3830 | 3025 | 2.432 | -21.02% | True | True |
| 3489 | 6378 | The Bernardin | 2306 | 2 | 2.0 | 1174 | River North | Currently offering 1.5 months free if move in is by August 25th. 1 month free for on everything else. | 2020-08-12 10:17:21.474 | 3409 | 3396 | 3830 | 3056 | 2.603 | -20.21% | True | True |
| 3490 | 6378 | The Bernardin | 1001 | 2 | 2.0 | 1405 | River North | Currently offering 1.5 months free if move in is by August 25th. 1 month free for on everything else. | 2020-08-12 10:17:18.734 | 3309 | 3296 | 3830 | 2966 | 2.111 | -22.56% | True | True |
Most frequently occurring
| building_id | name | beds | baths | sqft | neighborhood_name | concession_title | updated_on | old_price | new_price | max_price | net_price | price_per_sqft | percentage_change | cooperate | concession_applied | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 100 | Park Michigan | 2 | 2.0 | 968 | South Loop | NaN | 2020-08-02 11:24:19.941 | 2297 | 2298 | 2774 | 1992 | 2.057 | -28.19% | True | True | 5 |
| 19 | 106 | Ravenswood Terrace | 1 | 1.0 | 632 | Ravenswood | NaN | 2020-08-07 15:01:55.463 | 1740 | 1618 | 1865 | 1618 | 2.560 | -13.24% | True | False | 5 |
| 0 | 10 | 215 West Apartments | 0 | 0.0 | 517 | The Loop | . | 2020-08-06 07:42:36.633 | 1610 | 1620 | 1800 | 1620 | 3.133 | -10.00% | True | False | 3 |
| 1 | 10 | 215 West Apartments | 0 | 0.0 | 656 | The Loop | . | 2020-08-06 07:42:36.633 | 1695 | 1660 | 1800 | 1660 | 2.530 | -7.78% | True | False | 3 |
| 3 | 10 | 215 West Apartments | 0 | 0.0 | 656 | The Loop | . | 2020-08-06 07:42:36.633 | 1725 | 1690 | 1800 | 1690 | 2.576 | -6.11% | True | False | 3 |
| 4 | 10 | 215 West Apartments | 0 | 0.0 | 656 | The Loop | . | 2020-08-06 07:42:36.633 | 1735 | 1700 | 1800 | 1700 | 2.591 | -5.56% | True | False | 3 |
| 16 | 100 | Park Michigan | 2 | 2.0 | 968 | South Loop | NaN | 2020-08-02 11:24:19.941 | 2247 | 2248 | 2774 | 1948 | 2.013 | -29.78% | True | True | 3 |
| 20 | 106 | Ravenswood Terrace | 1 | 1.0 | 632 | Ravenswood | NaN | 2020-08-07 15:01:55.463 | 1765 | 1643 | 1865 | 1643 | 2.600 | -11.90% | True | False | 3 |
| 2 | 10 | 215 West Apartments | 0 | 0.0 | 656 | The Loop | . | 2020-08-06 07:42:36.633 | 1715 | 1680 | 1800 | 1680 | 2.561 | -6.67% | True | False | 2 |
| 5 | 10 | 215 West Apartments | 1 | 1.0 | 750 | The Loop | . | 2020-08-06 07:42:36.633 | 2155 | 2115 | 2255 | 2115 | 2.820 | -6.21% | True | False | 2 |